Training Example: Wigan Air Conditioning – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Home Services (Plumbing, Roofing, HVAC, Electrical)
Generic Claims: no job too small, fast and reliable, honest and affordable, your local trusted tradesman…
Red Flags: gas work offered without visible Gas Safe registration, electrical work without Part P certification, no insurance information, pricing guarantees without site survey…
Semantic Drift Patterns: claims specialist but offers every trade under one brand, homepage says Gas Safe but registration not verifiable, claims commercial capability but portfolio is residential only, emergency service claims but no out-of-hours contact mechanism…
Proof Expectations: Gas Safe registration number (for gas work), NICEIC or NAPIT registration (for electrical work), public liability insurance details, verifiable Checkatrade or TrustMark profile…

Wigan Air Conditioning

(http://www.wiganairconditioning.co.uk) 📸 Data Snapshot: May 21, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Air Conditioning Wigan Ventilation Air Conditioning Wigan HVAC Heating (http://www.wiganairconditioning.co.uk)
Title

Air Conditioning Wigan Ventilation Air Conditioning Wigan HVAC Heating

Meta

Air Conditioning Wigan Maintenance Repair Service Air Con Ventilation Heating Heat Pump HVAC Wigan Heating Cooling Air Con Maintenance Repair Service Air Conditioning Wigan Northwest

H1 Welcome to Wigan Air Conditioning
H2 Wigan Air Conditioning
H2 Air Conditioning
H2 Heat Pumps
H2 Maintenance
H2 For Air Conditioning Installation, Service, Maintenance & Repair in Wigan & the Northwest UK Call 01942 504225
H2 AIR CONDITIONING
H2 HEAT PUMP
H2 MAINTAINENCE
H2 Why Choose Wigan Air Conditioning?
H2 Local Air Conditioning Experts in Wigan
H4 Navigation
H4 Contact Information
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (http://www.wiganairconditioning.co.uk) Air Conditioning Wigan Ventilation Air Conditioning Wigan HVAC Heating
[H2] Why Choose Wigan Air Conditioning?
Professional Air Conditioning in Wigan
Over 25 years Experience in the Industry
Mitsubishi Business Solutions Partner
Wigan Air Conditioning Maintenance & Repair
Heat Pump Air Heating Installation & Maintenance
Heating & Cooling System Planning, Design & Install
Industrial, Office, Shop, IT and Home Air Conditioning
Local, Well Established Family Run Company
Free Survey & Quote

[IMG: office air conditioning Wigan]
490 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
0Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 0 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
Home Services (Plumbing, Roofing, HVAC, Electrical)
52.9 Avg BS

Based on 291 businesses audited.

BS Detector

Home Services (Plumbing, Roofing, HVAC, Electrical) BS: Wigan Air Conditioning (www.wiganairconditioning.co.uk)

http://www.wiganairconditioning.co.uk 📍 Industry: Home Services (Plumbing, Roofing, HVAC, Electrical)
52 BS / 100

Wigan Air Conditioning is a thin, ‘ghost’ brochure site that relies on keyword repetition and unverified industry longevity to establish credibility. While it avoids the most egregious forms of buzzword fluff, its total lack of structured data, named experts, and proof links places it firmly in the category of ‘Trust Me’ marketing. It is a commodity site that provides the bare minimum information required to exist online without proving any of its professional claims.

Info Density Power-words vs. Substance ratio.
15
50% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
2
10% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
12
60% BS
Commodity Fingerprint Detection of industry clichés/templates.
10
67% BS
Identity & Authority Expert verifiability & Schema depth.
13
87% BS

Immediately implement LocalBusiness and HVACBusiness schema to provide a verifiable technical identity to search engines. Replace the generic ‘Why Choose Us’ bullet points with three specific case studies detailing Wigan-based installations, including the equipment models used and the specific client sector. Add a verifiable REFCOM or Gas Safe registration number to the footer to ground technical claims in regulatory reality. Revise the keyword-stuffed meta title to a professional brand statement and include a link to the Mitsubishi Partner verification portal.

The site content strongly aligns with the HVAC and Home Services industry. Keywords such as Air Conditioning, Heat Pumps, Ventilation, and Maintenance accurately categorize the business within this sector.

“The score of 52 reflects a business that is likely legitimate but fails to provide any forensic evidence of its claims. The primary drivers were the total lack of trust paths (Trust and Proof) and the absence of technical authority signals (Identity and Authority), specifically the null schema and lack of named expertise. The Semantic Coherence score remained low only because the site is too sparse to produce meaningful contradictions.”

Verified Analysis Date: May 21, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation